5457 1 Jan van Rijn 2245 Supervised Data Stream Classification 81 moa.kNN(1) 22 lazy.kNN k 10 81 n LinearNN 81 w 1000 81 181 yeast https://www.openml.org/data/download/3616/dataset_185_yeast.arff -1 11206 description https://api.openml.org/data/download/11206/moa_task_2245334889490331220216.xml -1 11207 predictions https://api.openml.org/data/download/11207/openml_task_2245_predictions183151334197840501.arff area_under_roc_curve 0.796056 [0.744549,0.757015,0.851486,0.941778,0.813767,0.953804,0.841684,0.598957,0.76057,0.896011] average_cost 0 confusion_matrix [[307,102,48,3,1,0,1,0,0,1],[187,193,35,12,1,0,1,0,0,0],[51,16,168,4,2,0,1,0,2,0],[29,16,11,106,1,0,0,0,0,0],[11,3,15,5,7,6,4,0,0,0],[1,0,11,0,2,24,6,0,0,0],[7,0,5,0,1,2,20,0,0,0],[14,2,3,6,1,0,4,0,0,0],[7,1,4,0,0,2,0,0,6,0],[0,0,0,0,1,0,2,0,0,2]] f_measure 0.54927 [0.570102,0.506562,0.617647,0.70903,0.205882,0.615385,0.540541,0,0.428571,0.5] kappa 0.423525 kb_relative_information_score 836.188953 mean_absolute_error 0.109046 mean_prior_absolute_error 0.18 number_of_instances 1484 [463,429,244,163,51,44,35,30,20,5] precision 0.560758 [0.5,0.57958,0.56,0.779412,0.411765,0.705882,0.512821,0,0.75,0.666667] predictive_accuracy 0.561321 prior_entropy 3.321928 ram_hours 0.000000005831255481986122 recall 0.561321 [0.663067,0.449883,0.688525,0.650307,0.137255,0.545455,0.571429,0,0.3,0.4] relative_absolute_error 0.605812 root_mean_prior_squared_error 0.3 root_mean_squared_error 0.243085 root_relative_squared_error 0.810283 run_cpu_time 0.181407927 total_cost 0